Showing posts sorted by relevance for query role-of-intuition-in-trading-decisions. Sort by date Show all posts
Showing posts sorted by relevance for query role-of-intuition-in-trading-decisions. Sort by date Show all posts

Saturday, February 9, 2019

Info!! The Challenge Of Cultivating Trading Intuition

If nosotros are to ground our investment as well as trading decisions inwards audio agreement as well as prediction, what, then, is the role of intuition inwards decision-making?

The recent post service on intuition began alongside an interesting quote from Einstein, inwards which he described the rational heed every bit a faithful retainer as well as the intuitive heed every bit a sacred gift.  Indeed, to those who accomplish creative insights, it does indeed seem every bit though those flashes of insight come upwards from an other-worldly source.

The employment inwards fiscal markets is that thus many participants lack both faithful servants as well as sacred gifts.  I accept met many traders who claimed an border inwards markets due to their superior ideas and/or their superior gut experience for markets.  In the bulk of cases, it is hard to position a concrete procedure that would generate either superior insights or intuitions.  Too often, the ideas traded are casually derived as well as held yesteryear a consensus of participants.  What passes for gut experience is fraught alongside recency bias, overconfidence, as well as a host of other cognitive distortions.  

If I claimed to live a corking sprinter but never won a race as well as could non demonstrate superior running times on the track, y'all mightiness mean value me to live delusional.  Many traders, facing years of hapless results, volition brand comparable claims.  When pressed to position the root of their (seemingly hidden) talent, they oft volition scream intuition as well as a superior marketplace feel.  If exclusively situational forces--psychological ones, the evils of algorithmic marketplace manipulators--could live tamed, they maintain, their talents would lastly polish through.

Suppose nosotros encountered an isle tribe inwards which the natives looked to the shapes of passing clouds for clues every bit to their destiny.  Dark clouds foretold an ominous future; a cloudless heaven suggested a sunny path ahead.  We would no uncertainty chalk upwards these practices every bit the superstitious beliefs of a primitive culture.  Now imagine nosotros encountered a tribe of fiscal participants who await to ancient numerical sequences or shapes on charts for signs of the futurity of property prices.  This nosotros chalk upwards to "technical analysis" as well as house on the plan of expo events.

I accept never felt a detail wish for psychedelic drugs as well as other mind-altering substances.  Reality itself is weird enough.

And soundless in that location is far to a greater extent than to intuition than superstition as well as cognitive bias.  Some of the well-nigh successful traders I've known accept demonstrated--year afterward year, over thousands of trades--a superior powerfulness to read short-term patterns inwards markets.  What sets these intuitive traders apart from those who are exactly deluded?  Where produce they larn their sacred gift?

Let's consider an analogy.  Suppose I identified a someone who had a superior intuitive powerfulness to forecast the weather.  This someone could say when it was going to rain, when temperatures would larn cooler, as well as when a tempest was approaching--all alongside well-above peril levels of success.  If nosotros were to dissect the success of our forecaster, nosotros would discovery out that he or she had developed a experience for factors that genuinely are related to conditions changes:  shifts inwards air current velocity, shifts inwards air pressure, changes inwards humidity, etc.  In other words, the intuition is grounded inwards pattern recognition, as well as the pattern recognition is grounded inwards variables that are objectively related to the intuited outcomes.

Compare this alongside a would-be conditions forecaster who based predictions upon a preordained laid of moving ridge patterns linking temperatures as well as precipitation.  

I've had the award of watching several skilled intuitive traders inwards the procedure of their trading.  To a person, they focus on marketplace factors that (perhaps unbeknownst to them) accept been extensively studied as well as documented inwards the academic finance inquiry literature:  factors such every bit momentum as well as volatility.  They are similar the skilled conditions forecaster:  they accept developed a sensitivity to changes inwards the environs as well as the correlation of those changes alongside futurity outcomes.  Their sacred gift is the resultant of experiencing thus many situations that pattern recognition becomes their faithful servant.

As a psychologist for over xxx years, I accept many intuitive insights into the people I operate with.  I produce non accept intuitive insights into H2O ice skating or plasma physics.  Intuition comes from experience--but it has to live the correct experience.  Years of exposure to random inputs volition non convey sacred gifts.  Intuitions are exclusively valid if pattern recognition captures variables that genuinely are causally related to anticipated outcomes.

If this is true, much of traditional trader instruction is misguided.  To gear upwards a trader's intuition, nosotros should expose the developing trader to genuinely predictive variables as well as their co-occurrence across many marketplace situations.  Simple toll as well as book charts or depth of marketplace displays are ill-designed for this purpose.  If the variables that are well-nigh predictive are ones similar momentum, correlation, as well as sentiment, thus nosotros postulate to prepare displays that capture how momentum, correlation as well as stance acquit nether a diversity of marketplace conditions.  It's non that toll charts are wholly unrelated to these things; it's that if nosotros wanted the clearest as well as to the lowest degree ambiguous displays of the well-nigh predictive variables, nosotros would non rely upon a toll chart. 

Intuition tin live a controversial topic.  On i mitt y'all accept advocates of intuition who claim a mystical root for their insights.  On the other hand, y'all accept rationalists who deny the validity of intuition altogether.  There is a scientific discipline to cultivating intuition, but I suspect it's inwards its infancy.  We tin exclusively prepare a valid experience for things if nosotros are systematically exposed to things of demonstrable validity.  The recent posts on identifying drivers of short-term markets is but the outset pace inwards a larger developmental endeavor to cultivate sacred gifts from faithful servitude. 

Further Reading: Underconfidence as well as Overconfidence inwards Trading
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Saturday, February 23, 2019

Info!! Paying The Tuition For Your Intuition

Here's a shoutout to worthwhile observations most intuition from Abnormal Returns.  H5N1 fundamental concept from that ship service is that intuition is non a mystical given:  it has to last earned.  Per the Einstein quote, the rational heed is a faithful retainer to the grade that it accesses together with assembles the raw materials for creative processes.  Analysis precedes synthesis:  nosotros interruption things downwards inwards guild to reassemble them.  Before the pianist delivers an inspired functioning on stage, in that location is much travel done on finger technique, expression, together with cadence.  The creative chess motility follows from hours of board written report together with play.  Whenever nosotros run across gifted intuition, nosotros tin position the tuition paid inwards damage of deliberate practice.

A skillful instance of this is that I produce non convey whatever productive inspirations most domains amongst which I convey no familiarity.  No lite bulb goes off over my caput regarding such fields every bit H2O ice skating or theoretical physics.  On the other hand, I convey spent countless hours studying the short-term activeness of the stock market.  It is rare that I don't convey a calendar week where I mean value of some novel means to parse information together with brand feel of marketplace position behavior.  

The fundamental concept hither is that intuition is earned amongst disciplined effort.  And disciplined endeavor typically involves immersion inwards decidedly uncreative work.  Medical students outset acquire the mechanical processes of taking downwards a history together with physical earlier they are able to get together those pieces into an insightful diagnosis.  Indeed, what ane finds inwards professional person didactics is like to what occurred during the apprenticeships of groovy artists:  outset in that location is a mimicking of the original together with alone later on are in that location elements of originality that look inwards the reassembly of the units of learning.  There tin last no creative reassembly without the detailed project on the private pieces.

So what bridges the transition from analysis to synthesis, from working on the pieces to assembling a novel whole?  Very often, the mindset that is necessary for the retainer work--intense focus together with immersion inwards observation together with doing--is non the ane that is necessary to have the sacred gift described past times Einstein.  Check out as inwards poker, those who neglect to pay the tuition required for intuition are exactly into wishin'.

Further Reading:  The Role of Intuition inwards Trading Decisions
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Thursday, January 23, 2020

Info!! PsicologĂ­a Del Trading/Trading Psychology: The Perils Of A Divided Mind

Many thank y'all to the Serenity Markets site for this of import post outlining the role of emotions as well as intuition inward trading decisions.

A spell dorsum I met amongst a trader who had been losing coin consistently. He was frustrated as well as spent much of his fourth dimension voicing his frustration. As I watched him trade, I had the distinct feeling that I was interacting amongst soul who was note deaf. Although I knew he had experienced success inward the past, it seemed every bit though he had no "feel" for marketplace action.

He talked nigh nautical chart patterns, indicator readings, as well as the movements of diverse stock groups, as well as everything he said made sense. When it came to assembling those observations into insights into probable marketplace movement, however, he was lost. He could analyze well, exactly at that topographic point was no creative synthesis. He was similar a medico who observed all the symptoms of a patient as well as ran all the correct tests as well as could non diagnose the problem.

A fundamental 2nd occurred after when I came into his share after he had experienced a few winning trades. Gone was the frustration as well as negative self-talk. To my amazement, he calmly explained what had been going on inward his marketplace as well as outlined how he planned to merchandise his view. He made pregnant coin that day.

It is hard to appreciate that much of what nosotros know is accessible alone when nosotros are inward a proper heed state. We run into that amid exam takers: all their studying flies out the window when anxiety strikes. "I traded similar a rookie today," ane trader lately told me. What he actually meant is that he could non access cognition as well as skills that he did indeed possess.

Often, the culprit is self-focused attention. When nosotros are thinking nigh our P/L, our recent losses, our remove to pay the bills, our remove to brand coin back, our trading slump, etc., the lawsuit is that nosotros are no longer immersed inward the "doing" of trading. Like Blue Planet speaker who forgets her well-rehearsed lines when she worries also much nigh audience reaction, nosotros travel "stupid" when nosotros are inward a divided heed state.

Still, if we're to double-decker ourselves successfully, nosotros *need* to live on self-aware as well as self-focused. How create nosotros remain market-immersed as well as mindful of self at the same time?

This post suggests an response to the dilemma: past times creating fourth dimension for reflection exterior of trading--before as well as after marketplace sessions as well as during breaks inward the day--we tin travel along ourselves inward a mindset conducive to immersion as well as focused attention. During that fourth dimension that we're working on ourselves, there are many exercises that tin travel along us "in the zone"; indeed, I wrote the trading double-decker book inward short, focused lessons specifically to aid traders inward the rut of marketplace action.

Trading success, I believe, involves an alternation of 2 modes: beingness market-focused as well as beingness self-focused. If nosotros neglect to engage inward the latter inward a planned, purposeful manner, it volition intrude into the marketplace focus fourth dimension as well as disrupt performance. Creative synthesis inward whatsoever endeavour occurs when nosotros are immersed inward what nosotros are doing. Paraphrasing Lincoln: Influenza A virus subtype H5N1 heed divided against itself cannot stand."
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Saturday, January 12, 2019

Info!! A Systematic Approach To Discretionary Trading

There's a lot to live on said for wandering.  Pick a promising area, wander about, too you lot tin discovery quite a bit.  Discovery is all well-nigh opened upwardly eyes too opened upwardly minds.  

Here's how I've been wandering through markets lately:

Speaking amongst trading too investment professionals, specially inwards the quant world, I've been struck yesteryear the fact that the models they employ to direct their decisions are non the sort of models nosotros typically read well-nigh inwards trading texts.  There are no technical indicators or nautical chart patterns inwards their inputs.  Nor are at that topographic point whatever inputs pertaining to society earnings, economical growth, upcoming fundamental banking concern meetings, or geopolitical events.  Rather, returns from markets are broken downwards into basic "factors", such equally momentum/trend, volatility, value, too carry, amongst models designed to capture these factor-generated returns.  

A discretionary trader powerfulness justify trading a tendency next method or a mean-reversion/reversal method based on his or her "personality".  This is nonsensical to the coin managers I verbalize with.  It's similar maxim that I'm correct handed, hence I'll exclusively accept correct turns inwards my car.  If returns come upwardly from a diversity of factors, the best surgical procedure tin live on achieved yesteryear trading signals derived from each of these factors.  This volition diversify returns too arrive at amend risk-adjusted results.

A comparing of returns from quant property managers vs. discretionary trading firms finds that returns indeed have got been amend from the erstwhile group.  That is non exactly because these funds are quantitative--I tin hollo back of quant funds that have got lost coin lately.  Instead, the superior surgical procedure comes from generating returns from multiple factors across multiple fourth dimension frames.  Many goodness models producing independent, positive returns--not necessarily eye-popping ones--can combine to shape a robust P/L stream.

So I began my wandering.  Of all the marketplace position information sets I track, I identified the ones that: a) produced the most reliable too valid trading signals; too b) had real depression correlation to ane another.  Influenza A virus subtype H5N1 full of half-dozen variables popped up.  To my surprise, ane was based upon volatility; 2 were derived from cycle-based forecasting methods; 2 were based on momentum (trend); too ane was based upon value (mean-reversion).  I built half-dozen uncomplicated forecasting models based on the half-dozen variables too hence combined the model outputs into a unmarried "committee of experts" signal.  (See this article for an overview of creating ensembles of forecasting models).

I was surprised yesteryear the aeroplane to which the trading betoken from combining the private forecasting models handily compaction whatever of the private models.  Still to a greater extent than surprising from my perspective was that the combined trading model seemed to "know" when to merchandise similar a tendency trader, when to merchandise similar a reversal trader, too when to brand coin from shifts inwards volatility.  The model seemed to operate yesteryear navigating the ebb too catamenia of factors.   

Most surprising of all, however, was that when I trained the models to forecast shorter-term cost change, for certain forecasting models dropped out, some received extra weighting, too some less.  This raised the possibility of using shorter-term models inwards a Bayesian fashion to navigate longer-term signals.  That is, you lot would role short-term forecasts too returns to alter your assessment of the odds of a longer-term forecasted motion playing out.

I'm non at all convinced that this way nosotros should all toss our experience aside too larn programmers, statisticians, too systematic traders.  Could it live on that the discretionary "tape-reading" science of the short-term trader tin aid navigate shorter-term forecasts, exactly equally those shorter-term forecasts tin aid us participate inwards longer-term forecasts?  In other words, such trading would live on neither wholly discretionary nor wholly systematic.  It would live on discretion--with route maps.

But isn't that the way nosotros move when nosotros drive cross country?  We don't exactly rely on experience too intuition; nosotros await at maps too nosotros rely on GPS signals.  On the curt fourth dimension frame, however, nosotros *do* role our experience to navigate lane changes, pick out optimal places to halt too rest, too accommodate our speeds to route conditions.  The skilled driver has experience too route feel--and maps too GPS signals from trusted information sources.  Perhaps the skilled trader is non hence different, navigating 2nd to 2nd cost action, fifty-fifty spell benefiting from the route maps of forecasting models.

Further Reading:  Factors too Short-Term Market Returns
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Sunday, September 1, 2019

Info!! Learning To Brain To Marketplace Communications

My recent post on gaining access to our inner expertise stressed that what nosotros know is, inwards part, a part of our nation of consciousness.

If all cognition was explicit together with continuously available to us, together with therefore nosotros would endure able to brand first-class trading decisions regardless of our hear frames. It is because much of our knowing is encoded implicitly, every bit a part of "gut feel", that access to that intuition is important.

No i knows this ameliorate than psychologists.

If I am focused on the mortal I'm coming together with, I tin destination alternative upward subtle nuances inwards their role of language, the musical note of their voice, the sequencing of their topics, the changes inwards their posture together with charge per unit of measurement of speaking, etc. That degree of beingness attuned to people non exclusively helps me empathize them; it also helps them experience understood.

If, however, I buy the farm into a coming together preoccupied amongst my ain concerns, I buy the farm emotionally musical note deaf. The subtle cues of conversation together with interaction buy the farm lost together with I immature lady the communications behind the communications.

The same affair happens inwards intimate relationships: how attuned nosotros are to our partners affects how good nosotros interact amongst them. If I'm busy talking together with non listening, I buy the farm musical note deaf every bit a spouse.

The markets are continuously communicating amongst us; the challenge, similar inwards social interactions, is reading the communications behind the communications. These manifest themselves inwards patterns, non unlike from the patterns of musical note of vox together with gesture than nosotros take in inwards social conversation.

This is why listening is a total trading skill.

And it's why sustaining a frame of hear that is conducive to listening is paramount for active traders.

More:

Emotionally Intelligent Trading (also take in links to outset 2 posts inwards the series)

Following the Market Like a Psychologist
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